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Document Analysis and Recognition ICDAR 2021: 16th International Conference, Lausanne, Switzerland, September 510, 2021, Proceedings, Part III 1st ed. 2021 [Pehme köide]

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  • Formaat: Paperback / softback, 756 pages, kõrgus x laius: 235x155 mm, kaal: 1169 g, 274 Illustrations, color; 44 Illustrations, black and white; XIX, 756 p. 318 illus., 274 illus. in color., 1 Paperback / softback
  • Sari: Lecture Notes in Computer Science 12823
  • Ilmumisaeg: 04-Sep-2021
  • Kirjastus: Springer Nature Switzerland AG
  • ISBN-10: 3030863336
  • ISBN-13: 9783030863333
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  • Formaat: Paperback / softback, 756 pages, kõrgus x laius: 235x155 mm, kaal: 1169 g, 274 Illustrations, color; 44 Illustrations, black and white; XIX, 756 p. 318 illus., 274 illus. in color., 1 Paperback / softback
  • Sari: Lecture Notes in Computer Science 12823
  • Ilmumisaeg: 04-Sep-2021
  • Kirjastus: Springer Nature Switzerland AG
  • ISBN-10: 3030863336
  • ISBN-13: 9783030863333

This four-volume set of LNCS 12821, LNCS 12822, LNCS 12823 and LNCS 12824, constitutes the refereed proceedings of the 16th International Conference on Document Analysis and Recognition, ICDAR 2021, held in Lausanne, Switzerland in September 2021. The 182 full papers were carefully reviewed and selected from 340 submissions, and are presented with 13 competition reports.

The papers are organized into the following topical sections: extracting document semantics, text and symbol recognition, document analysis systems, office automation, signature verification, document forensics and provenance analysis, pen-based document analysis, human document interaction, document synthesis, and graphs recognition.

Extracting Document Semantics.- MiikeMineStamps: A Long-Tailed Dataset
of Japanese Stamps via Active Learning.- Deep Learning for Document Layout
Generation: A First Reproducible Quantitative Evaluation and a Baseline
Model.- Text and Symbol Recognition.- MRD: A Memory Relation Decoder for
Online Handwritten Mathematical Expression Recognition.-Full Page Handwriting
Recognition via Image to Sequence Extraction.- SPAN: a Simple Predict & Align
Network for Handwritten Paragraph Recognition.- IHR-NomDB: The Old Degraded
Vietnamese Handwritten Script Archive Database.- Sequence Learning Model for
Syllables Recognition Arranged in Two Dimensions.- Transformer for
Handwritten Text Recognition using Bidirectional Post-Decoding.- Zero-Shot
Chinese Text Recognition via Matching Class Embedding.- Text-conditioned
Character Segmentation for CTC-based Text Recognition.-Towards Fast, Accurate
and Compact Online Handwritten Chinese Text Recognition.- HCADecoder: A
Hybrid CTC-Attention Decoder for Chinese Text Recognition.-Meta-learning of
Pooling Layers for Character Recognition.- Document Analysis Systems.-
Text-line-up: Dont Worry about the Caret.- Multimodal Attention-based
Learning for Imbalanced Corporate Documents Classification.- Light-weight
Document Image Cleanup using Perceptual Loss.- Office Automation.- A New
Semi-Automatic Annotation Model via Semantic Boundary Estimation for Scene
Text Detection.- Searching from the Prediction of Visual and Language Model
for Handwritten Chinese Text Recognition.- Towards an IMU-based Pen Online
Handwriting Recognizer.- Signature Verification.- 2D vs 3D online writer
identification: a comparative study.- A Handwritten Signature Segmentation
Approach for Multi-resolution and Complex Documents  Acquired by Multiple
Sources.- Attention based Multiple Siamese Network for Offline Signature
Verification.- Attention to Warp: Deep Metric Learning for Multivariate Time
Series.- Document Forensics and Provenance Analysis.- Customizable Camera
Verification for Media Forensic.- Density Parameters of Handwriting in
Schizophrenia and Affective Disorders Assessed Using the Raygraf Computer
Software.- Pen-based Document Analysis.- Language-Independent Bimodal System
for Early Parkinsons Disease Detection.-TRACE: A Differentiable Approach to
Line-level Stroke Recovery for Offline Handwritten Text.- Segmentation and
graph matching for online analysis of student arithmetic operations.-
Applying End-to-end Trainable Approach on Stroke Extraction in Handwritten
Math Expressions Images.- A Novel Sigma-Lognormal Parameter Extractor for
Online Signatures.- Human Document Interaction.- Near-perfect Relation
Extraction from Family Books.- Estimating Human Legibility in Historic
Manuscript Images - A Baseline.- A Modular and Automated Annotation Platform
for Handwritings: Evaluation on Under-resourced Languages.- Reducing the
Human Effort in Text Line Segmentation for Historical Documents.- DSCNN:
Dimension Separable Convolutional Neural Networks for character recognition
based on inertial sensor signal.- Document Synthesis.- DocSynth: A Layout
Guided Approach for Controllable Document Image Synthesis.- Font Style that
Fits an Image -- Font Generation Based on Image Context.- Bayesian
Hyperparameter optimization of Deep Neural Network algorithms based on Ant
Colony optimization.- End-to-End Approach for Recognition of Historical Digit
Strings.- Generating Synthetic Handwritten Historical Documents With OCR
Constrained GANs.- Synthesizing Training Data for Handwritten Music
Recognition.- Towards Book Cover Design via Layout Graphs.- Graphics
Recognition.- Complete Optical Music Recognition via Agnostic Transcription
and Machine Translation.- Improving Machine Understanding of Human Intent in
Charts.- DeMatch: Towards Understanding the Panel of Chart Documents.-
Sequential Next-Symbol Prediction for Optical Music Recognition.- Which Parts
Determine the Impression of the Font?.- Impressions2Font: Generating Fonts by
Specifying Impressions.